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Compressing Deep Neural Networks on FPGAs to Binary and Ternary Precision with Hls4ml

Jennifer Ngadiuba,Vladimir Loncar,Maurizio Pierini,Sioni Summers,Giuseppe Di Guglielmo,Javier Duarte,Philip Harris,Dylan Rankin,Sergo Jindariani,Mia Liu,Kevin Pedro,Nhan Tran,Edward Kreinar, Sheila Sagear,Zhenbin Wu,Duc Hoang

Machine Learning Science and Technology（2020）

引用 77|浏览72
关键词
high-energy physics,fast machine learning inference,FPGAs,quantized neural networks
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